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实时安全的半自治控制与驱动程序建模

Real-time Safe Semi-Autonomous Control with Driver Modeling

作者:Victor Shia 加工时间:2014-07-08 信息来源:EECS 索取原文[54 页]
关键词:驱动程序;半自治控制;建模;安全系统
摘 要:Distracted driving is still a major concern on roadways today. According to the US Department ofTransportation, in 2011, 387,000 people were injured in crashes involving a distracted driver.While there has been tremendous work in vehicular safety systems, as the velocity of the vehicleincreases, threat assessment becomes more difficult to predict. In this regime, understanding howthe driver behaves is critical in determining the safety of the vehicle. This work presents aframework for incorporating human driver modeling with a controller to provide asemi-autonomous system for vehicle safety. We describe how the system is built, present metricsto evaluate its utility and conduct real-time experiments with a safety controller to verify theutility of incorporating the driver’s behavior while designing a semi-autonomous system.
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